{"id":"W2561398715","doi":"10.17269/cjph.107.5986","title":"Strengthening systems and scholarship for global health — and public health","year":2016,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Université Laval; Université de Montréal","funders":"","keywords":"Scholarship; Public health; Political science; Global health; Sociology; Medicine; Nursing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04258063,0.006528036,0.007176331,0.01021948,0.01074515,0.02618048,0.006785653,0.04629194,0.01546847],"category_scores_gemma":[0.1128208,0.002299617,0.004808883,0.006173759,0.01233927,0.01477966,0.007566377,0.05348229,0.009188001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01562145,"about_ca_system_score_gemma":0.02976893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361169,"about_ca_topic_score_gemma":0.04854588,"domain_scores_codex":[0.9683765,0.00597979,0.004387815,0.001931822,0.01726312,0.002060837],"domain_scores_gemma":[0.8622543,0.0664764,0.006752998,0.00432013,0.04242921,0.017767],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001613757,0.00001183168,0.00002028205,0.0002283747,0.00001838005,0.00004542005,0.00004703986,0.00001834749,0.0000135219,0.0009388738,0.9952378,0.00340393],"study_design_scores_gemma":[0.0000821428,0.00001930597,0.0002139581,0.001460492,0.00008142181,0.0001134718,0.0002513991,0.0001077123,0.0000517553,0.005326595,0.9922554,0.00003636852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001047139,0.006511285,0.00004615343,0.06914055,0.9236725,0.000007852973,0.00001884533,0.00001653203,0.0005758897],"genre_scores_gemma":[0.0002688846,0.005816263,0.00008615074,0.0232854,0.966071,0.00001808868,0.00001373842,0.00002348542,0.004417041],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9574194,"threshold_uncertainty_score":0.2251905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06025498842116201,"score_gpt":0.3617351772369317,"score_spread":0.3014801888157697,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}